EP3145140A1 - Nonlinear system distortion correction device and method - Google Patents

Nonlinear system distortion correction device and method Download PDF

Info

Publication number
EP3145140A1
EP3145140A1 EP14894708.8A EP14894708A EP3145140A1 EP 3145140 A1 EP3145140 A1 EP 3145140A1 EP 14894708 A EP14894708 A EP 14894708A EP 3145140 A1 EP3145140 A1 EP 3145140A1
Authority
EP
European Patent Office
Prior art keywords
signal
correction
main link
robustness
feedback
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP14894708.8A
Other languages
German (de)
French (fr)
Other versions
EP3145140A4 (en
Inventor
Lei Wang
Zhengjian Dai
Weiming Pan
Zhe Zhang
Mei Huang
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ZTE Corp
Original Assignee
ZTE Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by ZTE Corp filed Critical ZTE Corp
Publication of EP3145140A1 publication Critical patent/EP3145140A1/en
Publication of EP3145140A4 publication Critical patent/EP3145140A4/en
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/02Transmitters
    • H04B1/04Circuits
    • H04B1/0475Circuits with means for limiting noise, interference or distortion
    • HELECTRICITY
    • H03ELECTRONIC CIRCUITRY
    • H03FAMPLIFIERS
    • H03F3/00Amplifiers with only discharge tubes or only semiconductor devices as amplifying elements
    • H03F3/20Power amplifiers, e.g. Class B amplifiers, Class C amplifiers
    • H03F3/24Power amplifiers, e.g. Class B amplifiers, Class C amplifiers of transmitter output stages
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/03Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
    • H04L25/03006Arrangements for removing intersymbol interference
    • H04L25/03012Arrangements for removing intersymbol interference operating in the time domain
    • H04L25/03019Arrangements for removing intersymbol interference operating in the time domain adaptive, i.e. capable of adjustment during data reception
    • H04L25/03057Arrangements for removing intersymbol interference operating in the time domain adaptive, i.e. capable of adjustment during data reception with a recursive structure
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/02Transmitters
    • H04B1/04Circuits
    • H04B2001/0408Circuits with power amplifiers
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/02Transmitters
    • H04B1/04Circuits
    • H04B2001/0408Circuits with power amplifiers
    • H04B2001/0433Circuits with power amplifiers with linearisation using feedback
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/02Transmitters
    • H04B1/04Circuits
    • H04B2001/0491Circuits with frequency synthesizers, frequency converters or modulators

Definitions

  • the present invention relates to the field of communication technology, and in particular, to an apparatus and method for nonlinear system distortion correction.
  • the digital pre-distortion technology becomes a basic power amplifier linearization function module of RRU systems in the current mainstream communication devices.
  • the digital pre-distortion technology in the RRU systems is required to cope with cross-band ultra-wideband signals under the current operating condition.
  • TD-SCDMA Time Division-Synchronous Code Division Multiple Access
  • TDD-LTE Time Division Duplexing-Time Division Long Term Evolution
  • the predistorter cannot update the linearization parameters in real time, after the cross-band signals in the actual test go through the linearization parameters extracted by the single frequency band, an abrupt change of more than ten dBs will occur in output power, and the frequency spectrum is abnormal, which easily causes damage to the power amplifiers of the systems and huge harm to system robustness.
  • Embodiments of the present invention provide an apparatus and method for nonlinear system distortion correction to at least solve the problem of poor system robustness in the prior art.
  • the present invention provides an apparatus for nonlinear system distortion correction, including:
  • the adaptive device includes:
  • the pre-corrector includes:
  • y is a pre-corrected signal
  • n is a signal sampling time serial number
  • F U, X (•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function F U, X (•)
  • U is a vector of the correction signal
  • X is a vector of the main link signal
  • K maximum delay of the correction signal
  • J is maximum delay of the main link signal.
  • the matrix composition unit performs the matrix composition using formulas (4) and (5):
  • the robustness signal source generator is arranged to generate a robustness signal by the following way:
  • the adaptive device performs the data property processing on the main link signal and the feedback signal after collecting the main link signal and the feedback signal.
  • the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  • the apparatus further includes:
  • the present invention further provides a method for nonlinear system distortion correction, including:
  • generating a correction parameter further includes:
  • the pre-correction processing further includes:
  • y is a pre-corrected signal
  • n is a signal sampling time serial number
  • F U, X (•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function F U, X (•)
  • U is a vector of the correction signal
  • X is a vector of the main link signal
  • K maximum delay of the correction signal
  • J is maximum delay of the main link signal.
  • generating a robustness signal includes:
  • the method further includes:
  • the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  • a digital signal after the pre-correction processing is converted into an analog signal; nonlinear processing is performed on the analog signal; and a signal is coupled out from the signal after the nonlinear processing and is converted into a digital signal to be returned as the feedback signal.
  • the present invention puts forward a universal apparatus and method for improving system robustness using a power amplifier linearization technology, so as to, by using a method of adding a robustness signal source into a conventional pre-distortion self-iteration system to participate in extracting a linearization coefficient, solve the problem of damage to a power amplifier and abnormal signal frequency spectrum which may be caused due to unstable system output power caused by a pre-distortion module under some configurations in a cross-band ultra-wideband pre-distortion system.
  • an embodiment of the present invention relates to an apparatus for nonlinear system distortion correction including:
  • the apparatus for nonlinear system distortion correction involved in the embodiment of the present invention can further include:
  • the robustness signal source generator performs up-conversion and filtering on a baseband signal, then performs frequency shift processing according to a configuration required by the system, obtains a main link signal consistent with the bandwidth and configuration required by the system, collects the main link signal and performs data property processing, where the data property processing process is consistent with the data property processing in the adaptive device.
  • the processed signal is stored and used as a robustness signal source to be supplied to the adaptive device for calling.
  • the adaptive device includes:
  • S i is a model input signal
  • j is signal delay of an input signal
  • k is signal delay of an input signal modulus value
  • p is a model order
  • J maximum signal delay of the input signal
  • k maximum signal delay of the input signal modulus value
  • P is the highest model order
  • W p, k, j is a model coefficient.
  • S i is an output signal of a signal generator module, namely the main link signal
  • S o is a target matrix, namely the feedback signal.
  • R is a parameter extraction matrix
  • Z is a target matrix, namely the target matrix So in the formula (6)
  • W is a correction parameter
  • (•)-1 is a pseudo-inverse operation; and meanings of other expressions are the same as in the formula (6).
  • the derivation formula (8) for R has been given, i.e., it is generated by combining two items in the memory multinomial model (6), and all the physical meanings in the formula are defined expressly.
  • the matrix composition unit performs matrix composition using formulas (4) and (5):
  • a correction parameter generation unit is arranged to extract a linearization parameter according to the matrixes R and Z and use the linearization parameter as the correction parameter to be loaded into the pre-corrector.
  • the linearization parameter is extracted using adaptive algorithms, such as a least squares (LS) algorithm, a recursive least squares (RLS) algorithm or a least mean square (LMS) algorithm and the like, the extracted linearization parameter is downloaded into the pre-corrector, and the correction parameter is updated and downloaded into a correction information generation unit.
  • LS least squares
  • RLS recursive least squares
  • LMS least mean square
  • the pre-corrector includes:
  • the pre-corrector pre-corrects the main link signal according to amplitude and phase information of the signal, where the amplitude is equal to amplitude of a distortion signal generated by the nonlinear system and the phase is opposite to phase of the distortion signal, thus the distortion caused by the nonlinear system to the main link signal can be counteracted conversion of the pre-corrected signal from a digital domain to an analog domain is implemented through the DAC, and nonlinear processing of the signal is implemented through the nonlinear system.
  • the output signal of the nonlinear system is ultimately turned into a fedback digital signal through the ADC.
  • the emphasis of the technical scheme of the present invention is not the DAC, nonlinear system and ADC, thus the embodiments of the present invention can be accomplished by using the existing modules above. Therefore, the above devices will not be described in detail in the embodiments of the present invention.
  • FIG. 5 is a specific embodiment of an apparatus for power amplifier pre-correction (an apparatus for nonlinear system distortion correction) including a signal generator module, a channel filtering module, a pre-corrector module, a DAC module, an ADC module, an up-conversion module, a down-conversion module, a local oscillator (LO) module, a power amplifier module, an attenuator module, an adaptive device module and a robustness signal source module.
  • the pre-corrected signal is obtained according to the pre-correction function shown in the formula (6).
  • parameter extraction matrixes R obtained by the current link signal and the robustness signal source are both constructed according to the formula (8), and the matrixes R and Z eventually used for extracting the parameters are constructed according to the formulas (4) and (5).
  • an embodiment of the present invention further relates to a method for nonlinear system distortion correction implemented by the above apparatus including the following steps:
  • generating a correction parameter specifically includes:
  • the pre-correction processing specifically includes:
  • Generating a robustness signal includes:
  • a digital signal after the pre-correction processing is converted into an analog signal.
  • Nonlinear processing is performed on the analog signal.
  • a signal is coupled out from the signal after the nonlinear processing and is converted into a digital signal to be returned as the feedback signal.
  • the technical scheme of the present invention is not limited to the application in a TD-SCDMA and TDL-LTE mode mixing cross-band ultra-wideband RRU system.
  • GSM Global System for Mobile communication
  • CDMA Code Division Multiple Access
  • UMTS Universal Mobile Telecommunications System
  • FDD-LTE Frequency Division Duplexing-Long Term Evolution
  • WiMAX Worldwide Interoperability for Microwave Access
  • the technical scheme of the present invention has no particular requirements on signal modulation, bandwidth and the like, and is commonly applied to improve the robustness of various systems using the power amplifier linearization technology, which is obviously superior to the robustness of traditional systems using the power amplifier linearization technology, greatly improving the working security and performance robustness of communication systems and even the entire wireless base station system.
  • an apparatus and method for nonlinear system distortion correction provided by the embodiments of the present invention have the following beneficial effects: by providing a robustness signal, it is ensured that a system will not bring the problem of unknowable abrupt change in power or abnormal output frequency spectrum, which is caused by the fact that the difference between a signal characteristic in a former configuration and a signal characteristic in a latter configuration is too large under various dynamic configurations after an actual link signal passes through a pre-distortion module, thereby greatly improving the robustness of the system in the case of dynamic operation, and being able to satisfy various frequency band configuration requirements of operators and dynamic change requirements of telephone traffic in different regions.

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Power Engineering (AREA)
  • Amplifiers (AREA)

Abstract

The present invention discloses an apparatus and method for nonlinear system distortion correction. The apparatus includes: apparatus for nonlinear system distortion correction including: a robustness signal source generator, arranged to generate a robustness signal provided to an adaptive device; the adaptive device, arranged to collect a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link, and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and a pre-corrector, arranged to according to the correction parameter perform pre-correction processing on the main link signal output by the signal generator. The present invention ensures, by providing the robustness signal, that, a system will not bring the problem of unknowable abrupt change in power or abnormal output frequency spectrum, which is caused by the fact that the difference between a signal characteristic in a former configuration and a signal characteristic in a latter configuration is too large under various dynamic configurations after an actual link signal passes through a pre-distortion module, thereby improving the robustness of the system in the case of dynamic operation, and being able to satisfy various frequency band configuration requirements of operators and dynamic change requirements of telephone traffic in different regions.

Description

    Technical Field
  • The present invention relates to the field of communication technology, and in particular, to an apparatus and method for nonlinear system distortion correction.
  • Background
  • With the development of mobile communications and increasingly scarce spectrum resources, it is often difficult for operators to obtain frequency spectrums with enough bandwidths within one frequency band. Each operator will more frequently establish a cross-band communication system in the future. This will cause communication device systems which are required to process cross-band ultra-wideband signals. Meanwhile, the operators' requirements for capital expenditure (CAPEX) and operating expense (OPEX) will gradually become a primary consideration when devices are selected. For a wireless communication base station system, about 80% of power consumption is generated by a radio frequency power amplifier (PA) in a radio remote unit (RRU) module. Thus, with the development of the digital mobile communication technology, high-efficiency power amplifiers (hereinafter referred to as power amplifiers) become a requirement which each of major system device manufacturers must meets. A major problem which the high-efficiency power amplifiers face is intermodulation interference generated when the power amplifiers operating close to a saturation region in a modem high-efficiency modulation mode, resulting in the power amplifiers generating serious nonlinear distortion. The digital pre-distortion technology becomes a basic power amplifier linearization function module of RRU systems in the current mainstream communication devices. In summary, the digital pre-distortion technology in the RRU systems is required to cope with cross-band ultra-wideband signals under the current operating condition.
  • This condition brings a challenge to systems using the power amplifier linearization technology. All the current digital pre-distortion technologies are based on an off-line self-adaptive and iterative technique in which digital pre-distortion information cannot always completely follows the change in actual links. This problem appears to be particularly prominent under the configuration of cross-band ultra-wideband signals. For instance, it may be discovered in the actual test that, in the mode mixing cross-band application of Time Division-Synchronous Code Division Multiple Access (TD-SCDMA) signals and Time Division Duplexing-Time Division Long Term Evolution (TDD-LTE) signals, under certain configuration conditions, when a cell is initially established, data which is set by a predistorter to extract linearization parameters is single frequency band because of no service in service timeslots of a certain frequency band. When services in the frequency band are increased, the predistorter cannot update the linearization parameters in real time, after the cross-band signals in the actual test go through the linearization parameters extracted by the single frequency band, an abrupt change of more than ten dBs will occur in output power, and the frequency spectrum is abnormal, which easily causes damage to the power amplifiers of the systems and huge harm to system robustness.
  • Content of the Invention
  • Embodiments of the present invention provide an apparatus and method for nonlinear system distortion correction to at least solve the problem of poor system robustness in the prior art.
  • In order to solve the above technical problem, on the one hand, the present invention provides an apparatus for nonlinear system distortion correction, including:
    • a robustness signal source generator, arranged to generate a robustness signal provided to an adaptive device;
    • the adaptive device, arranged to collect a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link, and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    • a pre-corrector, arranged to according to the correction parameter perform pre-correction processing on the main link signal output by the signal generator.
  • Further, the adaptive device includes:
    • a data collection unit, arranged to collect the main link signal output by the signal generator and the feedback signal returned by the main link signal via the feedback link;
    • a matrix composition unit, arranged to generate a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generate a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal, and perform matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z; and
    • a correction parameter generation unit, arranged to extract a linearization parameter according to the matrixes R and Z, and use the linearization parameter as the correction parameter to be loaded into the pre-corrector.
  • Further, the pre-corrector includes:
    • an index address acquisition unit, arranged to calculate an amplitude value or power of the main link signal to obtain an index address of a correction signal;
    • a correction signal acquisition unit, arranged to look up a corresponding lookup table according to the index address, and generate the correction signal according to contents of the lookup table; and
    • a pre-correction processing unit, arranged to perform the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter.
  • Further, the pre-correction processing unit performs the pre-correction processing according to formulas (1), (2) and (3): y n = F U , X U X
    Figure imgb0001
    U = U n , U n 1 , , U n K
    Figure imgb0002
    X = x n , x n 1 , , x n J
    Figure imgb0003
    where, y is a pre-corrected signal; n is a signal sampling time serial number; FU, X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU, X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  • Further, the matrix composition unit performs the matrix composition using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0004
    Z = a × Zs + b × Zr
    Figure imgb0005
    where, a and b are weighting coefficients.
  • Further, the robustness signal source generator is arranged to generate a robustness signal by the following way:
    • performing frequency conversion, filtering and frequency shift processing on a baseband signal to obtain the main link signal, and performing data property processing on the main link signal to obtain the robustness signal.
  • Further, the adaptive device performs the data property processing on the main link signal and the feedback signal after collecting the main link signal and the feedback signal.
  • Further, the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  • Further, the apparatus further includes:
    • a digital to analog converter, arranged to convert a digital signal output by the pre-corrector into an analog signal;
    • a nonlinear system, arranged to perform nonlinear processing on the analog signal; and an analog to digital converter, arranged to couple a signal out from the output signal by the nonlinear system, and convert the signal into a digital signal which is used as the feedback signal to be input into the adaptive device.
  • On the other hand, the present invention further provides a method for nonlinear system distortion correction, including:
    • generating a robustness signal provided to an adaptive device;
    • collecting a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link, and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    • performing, according to the correction parameter, pre-correction processing on the main link signal output by the signal generator.
  • Further, generating a correction parameter further includes:
    • collecting the main link signal output by the signal generator and the feedback signal returned by the main link signal via the feedback link;
    • generating a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generating a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal, and performing matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z; and
    • extracting a linearization parameter according to the matrixes R and Z, and using the linearization parameter as the correction parameter to be loaded into a pre-corrector.
  • Further, the pre-correction processing further includes:
    • calculating an amplitude value or power of the main link signal to obtain an index address of a correction signal;
    • looking up a corresponding lookup table according to the index address, and generating the correction signal according to contents of the lookup table; and
    • performing the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter.
  • Further, the pre-correction processing is performed according to formulas (1), (2) and (3): y n = F U , X U X
    Figure imgb0006
    U = U n , U n 1 , , U n K
    Figure imgb0007
    X = x n , x n 1 , , x n J
    Figure imgb0008
    where, y is a pre-corrected signal; n is a signal sampling time serial number; FU, X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU, X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  • Further, the matrix composition is performed using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0009
    Z = a × Zs + b × Zr
    Figure imgb0010
    where, a and b are weighting coefficients.
  • Further, generating a robustness signal includes:
    • performing frequency conversion, filtering and frequency shift processing on a baseband signal to obtain the main link signal and performing data property processing on the main link signal to obtain the robustness signal.
  • Further, after collecting the main link signal and the feedback signal, the method further includes:
    • performing the data property processing on the main link signal and the feedback signal.
  • Further, the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  • Further, a digital signal after the pre-correction processing is converted into an analog signal;
    nonlinear processing is performed on the analog signal; and
    a signal is coupled out from the signal after the nonlinear processing and is converted into a digital signal to be returned as the feedback signal.
  • The beneficial effects of the present invention are as follows:
    • The present invention ensures, by providing a robustness signal, that a system will not bring the problem of unknowable abrupt change in power or abnormal output frequency spectrum, which is caused by the fact that the difference between a signal characteristic in a former configuration and a signal characteristic in a latter configuration is too large under various dynamic configurations after an actual link signal passes through a pre-distortion module, thereby greatly improving the robustness of the system in the case of dynamic operation, and being able to satisfy various frequency band configuration requirements of operators and dynamic change requirements of telephone traffic in different regions.
    Brief Description of Drawings
    • FIG. 1 is a schematic diagram of a structure of an apparatus for nonlinear system distortion correction in an embodiment of the present invention;
    • FIG. 2 is a schematic diagram of a structure of another apparatus for nonlinear system distortion correction in an embodiment of the present invention;
    • FIG. 3 is a schematic diagram of a structure of an adaptive device in an embodiment of the present invention;
    • FIG. 4 is a schematic diagram of a structure of a pre-corrector in an embodiment of the present invention;
    • FIG. 5 is a schematic diagram of a structure of a further apparatus for nonlinear system distortion correction in an embodiment of the present invention; and
    • FIG. 6 is a flow chart of a method for nonlinear system distortion correction in an embodiment of the present invention.
    Preferred Embodiments of the Present Invention
  • The present invention will be further described in detail in combination with the accompanying drawings and embodiments below. It should be understood that the specific embodiments described herein are only used to explain the present invention, not limit the present invention.
  • The present invention puts forward a universal apparatus and method for improving system robustness using a power amplifier linearization technology, so as to, by using a method of adding a robustness signal source into a conventional pre-distortion self-iteration system to participate in extracting a linearization coefficient, solve the problem of damage to a power amplifier and abnormal signal frequency spectrum which may be caused due to unstable system output power caused by a pre-distortion module under some configurations in a cross-band ultra-wideband pre-distortion system.
  • As shown in FIG. 1, an embodiment of the present invention relates to an apparatus for nonlinear system distortion correction including:
    • a robustness signal source, generator arranged to generate a robustness signal provided to an adaptive device;
    • the adaptive device, arranged to collect a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    • a pre-corrector, arranged to, according to the correction parameter, perform pre-correction processing on the main link signal output by the signal generator.
  • Further, as shown in FIG. 2, based on the above embodiment, the apparatus for nonlinear system distortion correction involved in the embodiment of the present invention can further include:
    • a digital to analog converter (DAC) arranged to convert a digital signal output by the pre-corrector into an analog signal;
    • a nonlinear system arranged to perform nonlinear processing on the analog signal; and an analog to digital converter (ADC) arranged to couple a signal out from the output signal by the nonlinear system, and convert the signal into a digital signal which is used as the feedback signal to be input into the adaptive device.
  • The robustness signal source generator performs up-conversion and filtering on a baseband signal, then performs frequency shift processing according to a configuration required by the system, obtains a main link signal consistent with the bandwidth and configuration required by the system, collects the main link signal and performs data property processing, where the data property processing process is consistent with the data property processing in the adaptive device. The processed signal is stored and used as a robustness signal source to be supplied to the adaptive device for calling.
  • As shown in FIG. 3, the adaptive device includes:
    • a data collection unit arranged to collect the main link signal (i.e., a digital signal in a forward link) and the feedback signal (i.e., a digital signal in a power amplifier feedback link) returned by the main link signal via the feedback link;
    • a signal processing unit arranged to perform data property processing on the collected main link signal and feedback signal, the data property processing referring to performing operations of delay aligning and energy aligning on the collected signals; and
    • a matrix composition unit arranged to generate a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generate a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal and perform matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z.
  • The matrix composition unit establishes a distortion model of the nonlinear system, and the distortion model uses a universal memory multinomial model, as shown in the following formula: S o n = p = 0 p k = 0 K j = 0 J w p , k , j S i n k p PS i n j
    Figure imgb0011
    where Si is a model input signal; j is signal delay of an input signal, k is signal delay of an input signal modulus value; p is a model order; J is maximum signal delay of the input signal, k is maximum signal delay of the input signal modulus value; P is the highest model order; and Wp, k, j is a model coefficient. Correspondingly, in the present invention, Si is an output signal of a signal generator module, namely the main link signal; So is a target matrix, namely the feedback signal.
  • In order to get a correction parameter W, a common calculation method called LS algorithm is generally used to obtain: W = R 1 Z
    Figure imgb0012
    R = p = 0 p k = 0 K j = 0 J S i n k p S i n j
    Figure imgb0013
    where R is a parameter extraction matrix; Z is a target matrix, namely the target matrix So in the formula (6); W is a correction parameter; (•)-1 is a pseudo-inverse operation; and meanings of other expressions are the same as in the formula (6).
  • It should be noted that, methods for forming the parameter extraction matrix Rr and the target matrix Zr corresponding to the main link signal and the parameter extraction matrix Rs and the target matrix Zs corresponding to the robustness signal source are the same, and are all generated according to the formula (7) and formula (8).
  • Here, the derivation formula (8) for R has been given, i.e., it is generated by combining two items in the memory multinomial model (6), and all the physical meanings in the formula are defined expressly.
  • In the combination of the matrixes, the matrix composition unit performs matrix composition using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0014
    Z = a × Zs + b × Zr
    Figure imgb0015
    where, a and b are weighting coefficients.
  • A correction parameter generation unit is arranged to extract a linearization parameter according to the matrixes R and Z and use the linearization parameter as the correction parameter to be loaded into the pre-corrector. Generally the linearization parameter is extracted using adaptive algorithms, such as a least squares (LS) algorithm, a recursive least squares (RLS) algorithm or a least mean square (LMS) algorithm and the like, the extracted linearization parameter is downloaded into the pre-corrector, and the correction parameter is updated and downloaded into a correction information generation unit.
  • As shown in FIG. 4, the pre-corrector includes:
    • an index address acquisition unit arranged to calculate an amplitude value or power of the main link signal to obtain an index address of a correction signal, linear or nonlinear mapping (bit truncating operation) being performed on the amplitude value or power of the input signal to generate address information, perform addressing and obtain the index address;
    • a correction signal acquisition unit arranged to look up a corresponding lookup table (linearization lookup table) according to the index address and obtain the correction signal according to contents of the lookup table; and
    • a pre-correction processing unit arranged to perform the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter, where the pre-correction processing unit performs pre-correction processing according to formulas (1), (2) and (3): y n = F U , X U X
      Figure imgb0016
      U = U n , U n 1 , , U n K
      Figure imgb0017
      X = x n , x n 1 , , x n J
      Figure imgb0018
      where, y is a pre-corrected signal; n is a signal sampling time serial number; FU,X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU,X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  • The pre-corrector pre-corrects the main link signal according to amplitude and phase information of the signal, where the amplitude is equal to amplitude of a distortion signal generated by the nonlinear system and the phase is opposite to phase of the distortion signal, thus the distortion caused by the nonlinear system to the main link signal can be counteracted
    conversion of the pre-corrected signal from a digital domain to an analog domain is implemented through the DAC, and nonlinear processing of the signal is implemented through the nonlinear system. The output signal of the nonlinear system is ultimately turned into a fedback digital signal through the ADC. The emphasis of the technical scheme of the present invention is not the DAC, nonlinear system and ADC, thus the embodiments of the present invention can be accomplished by using the existing modules above. Therefore, the above devices will not be described in detail in the embodiments of the present invention.
  • FIG. 5 is a specific embodiment of an apparatus for power amplifier pre-correction (an apparatus for nonlinear system distortion correction) including a signal generator module, a channel filtering module, a pre-corrector module, a DAC module, an ADC module, an up-conversion module, a down-conversion module, a local oscillator (LO) module, a power amplifier module, an attenuator module, an adaptive device module and a robustness signal source module. Compared to FIG. 2, in the implementation of the pre-corrector module, the pre-corrected signal is obtained according to the pre-correction function shown in the formula (6). In a correction parameter extraction unit of the adaptive device module, upon construction of a parameter extraction matrix, parameter extraction matrixes R obtained by the current link signal and the robustness signal source are both constructed according to the formula (8), and the matrixes R and Z eventually used for extracting the parameters are constructed according to the formulas (4) and (5).
  • As shown in FIG. 6, an embodiment of the present invention further relates to a method for nonlinear system distortion correction implemented by the above apparatus including the following steps:
    • Step 601: generating a robustness signal provided to an adaptive device;
    • Step 602: collecting a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    • Step 603: performing, according to the correction parameter, pre-correction processing on the main link signal output by the signal generator.
  • Further, generating a correction parameter specifically includes:
    • collecting the main link signal output by the signal generator and the feedback signal returned by the main link signal via the feedback link;
    • generating a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generating a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal, and performing matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z; and
    • extracting a linearization parameter according to the matrixes R and Z, and using the linearization parameter as the correction parameter to be loaded into a pre-corrector.
  • The pre-correction processing specifically includes:
    • calculating an amplitude value or power of the main link signal to obtain an index address of a correction signal;
    • looking up a corresponding lookup table according to the index address, and generating the correction signal according to contents of the lookup table; and
    • performing the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter; in the step, the pre-correction processing is performed according to formulas (1), (2) and (3): y n = F U , X U X
      Figure imgb0019
      U = U n , U n 1 , , U n K
      Figure imgb0020
      X = x n , x n 1 , , x n J
      Figure imgb0021
      where, y is a pre-corrected signal; n is a signal sampling time serial number; FU,X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU,X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  • Matrix composition is performed using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0022
    Z = a × Zs + b × Zr
    Figure imgb0023
    where, a and b are weighting coefficients.
  • Generating a robustness signal includes:
    • performing frequency conversion, filtering and frequency shift processing on a baseband signal to obtain the main link signal and performing data property processing on the main link signal to obtain the robustness signal. Further, after collecting the main link signal and the feedback signal, the data property processing is performed on the main link signal and the feedback signal. The data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  • A digital signal after the pre-correction processing is converted into an analog signal.
  • Nonlinear processing is performed on the analog signal.
  • A signal is coupled out from the signal after the nonlinear processing and is converted into a digital signal to be returned as the feedback signal.
  • The technical scheme of the present invention is not limited to the application in a TD-SCDMA and TDL-LTE mode mixing cross-band ultra-wideband RRU system. For a Global System for Mobile communication (GSM), Code Division Multiple Access (CDMA), Universal Mobile Telecommunications System (UMTS), Frequency Division Duplexing-Long Term Evolution (FDD-LTE) and Worldwide Interoperability for Microwave Access (WiMAX) single-mode or mixed-mode system, the effect of improving the robustness of the system using the power amplifier linearization technology is remarkable as well. The technical scheme of the present invention has no particular requirements on signal modulation, bandwidth and the like, and is commonly applied to improve the robustness of various systems using the power amplifier linearization technology, which is obviously superior to the robustness of traditional systems using the power amplifier linearization technology, greatly improving the working security and performance robustness of communication systems and even the entire wireless base station system.
  • Although the preferred embodiments of the present invention have been disclosed for the purpose of illustration, those skilled in the art will realize that various improvements, additions and replacements are also possible. Therefore, the scope of the present invention should not be limited to the above embodiments.
  • Industrial Applicability
  • As mentioned above, an apparatus and method for nonlinear system distortion correction provided by the embodiments of the present invention have the following beneficial effects: by providing a robustness signal, it is ensured that a system will not bring the problem of unknowable abrupt change in power or abnormal output frequency spectrum, which is caused by the fact that the difference between a signal characteristic in a former configuration and a signal characteristic in a latter configuration is too large under various dynamic configurations after an actual link signal passes through a pre-distortion module, thereby greatly improving the robustness of the system in the case of dynamic operation, and being able to satisfy various frequency band configuration requirements of operators and dynamic change requirements of telephone traffic in different regions.

Claims (18)

  1. An apparatus for nonlinear system distortion correction comprising:
    a robustness signal source generator, arranged to generate a robustness signal provided to an adaptive device;
    the adaptive device, arranged to collect a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link, and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    a pre-corrector, arranged to according to the correction parameter perform pre-correction processing on the main link signal output by the signal generator.
  2. The apparatus according to claim 1, wherein, the adaptive device comprises:
    a data collection unit, arranged to collect the main link signal output by the signal generator and the feedback signal returned by the main link signal via the feedback link;
    a matrix composition unit, arranged to generate a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generate a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal, and perform matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z; and
    a correction parameter generation unit, arranged to extract a linearization parameter according to the matrixes R and Z, and use the linearization parameter as the correction parameter to be loaded into the pre-corrector.
  3. The apparatus according to claim 1 or 2, wherein, the pre-corrector comprises:
    an index address acquisition unit, arranged to calculate an amplitude value or power of the main link signal to obtain an index address of a correction signal;
    a correction signal acquisition unit, arranged to look up a corresponding lookup table according to the index address, and generate the correction signal according to contents of the lookup table; and
    a pre-correction processing unit, arranged to perform the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter.
  4. The apparatus according to claim 3, wherein, the pre-correction processing unit performs the pre-correction processing according to formulas (1), (2) and (3): y n = F U , X U X
    Figure imgb0024
    U = U n , U n 1 , , U n K
    Figure imgb0025
    X = x n , x n 1 , , x n J
    Figure imgb0026
    wherein, y is a pre-corrected signal; n is a signal sampling time serial number; FU,X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU,X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  5. The apparatus according to claim 2, wherein the matrix composition unit performs the matrix composition using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0027
    Z = a × Zs + b × Zr
    Figure imgb0028
    wherein, a and b are weighting coefficients.
  6. The apparatus according to claim 1, wherein, the robustness signal source generator is arranged to generate a robustness signal by the following way:
    performing frequency conversion, filtering and frequency shift processing on a baseband signal to obtain the main link signal, and performing data property processing on the main link signal to obtain the robustness signal.
  7. The apparatus according to claim 6, wherein, the adaptive device performs the data property processing on the main link signal and the feedback signal after collecting the main link signal and the feedback signal.
  8. The apparatus according to claim 7, wherein, the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  9. The apparatus according to claim 1, 2, 4, 5 or 8, wherein, the apparatus further comprises:
    a digital to analog converter, arranged to convert a digital signal output by the pre-corrector into an analog signal;
    a nonlinear system, arranged to perform nonlinear processing on the analog signal; and
    an analog to digital converter, arranged to couple a signal out from the output signal by the nonlinear system, and convert the signal into a digital signal which is used as the feedback signal to be input into the adaptive device.
  10. A method for nonlinear system distortion correction comprising:
    generating a robustness signal provided to an adaptive device;
    collecting a main link signal output by a signal generator and a feedback signal returned by the main link signal via a feedback link, and generate a correction parameter according to the main link signal, the feedback signal and the robustness signal; and
    performing, according to the correction parameter, pre-correction processing on the main link signal output by the signal generator.
  11. The method according to claim 10, wherein, generating a correction parameter further comprises:
    collecting the main link signal output by the signal generator and the feedback signal returned by the main link signal via the feedback link;
    generating a linearization parameter extraction matrix Rr and a target matrix Zr according to the main link signal and the feedback signal, generating a linearization parameter extraction matrix Rs and a target matrix Zs according to the robustness signal, and performing matrix composition on the Rs, Zs and the Rr, Zr to obtain matrixes R and Z; and
    extracting a linearization parameter according to the matrixes R and Z, and using the linearization parameter as the correction parameter to be loaded into a pre-corrector.
  12. The method according to claim 10 or 11, wherein, the pre-correction processing further comprises:
    calculating an amplitude value or power of the main link signal to obtain an index address of a correction signal;
    looking up a corresponding lookup table according to the index address, and generating the correction signal according to contents of the lookup table; and
    performing the pre-correction processing on the main link signal output by the signal generator according to the correction signal and the correction parameter.
  13. The method according to claim 12, wherein, the pre-correction processing is performed according to formulas (1), (2) and (3): y n = F U , X U X
    Figure imgb0029
    U = U n , U n 1 , , U n K
    Figure imgb0030
    X = x n , x n 1 , , x n J
    Figure imgb0031
    wherein, y is a pre-corrected signal; n is a signal sampling time serial number; FU,X(•) is a pre-correction function, the correction parameter being a coefficient in the pre-correction function FU,X(•); U is a vector of the correction signal; X is a vector of the main link signal; K is maximum delay of the correction signal; and J is maximum delay of the main link signal.
  14. The method according to claim 11, wherein, the matrix composition is performed using formulas (4) and (5): R = a × Rs + b × Rr
    Figure imgb0032
    Z = a × Zs + b × Zr
    Figure imgb0033
    wherein, a and b are weighting coefficients.
  15. The method according to claim 10, wherein, generating a robustness signal comprises:
    performing frequency conversion, filtering and frequency shift processing on a baseband signal to obtain the main link signal and performing data property processing on the main link signal to obtain the robustness signal.
  16. The method according to claim 15, wherein, after collecting the main link signal and the feedback signal, the method further comprises:
    performing the data property processing on the main link signal and the feedback signal.
  17. The method according to claim 16, wherein, the data property processing refers to performing operations of delay aligning and energy aligning on the collected signals.
  18. The method according to claim 10, 11, 13, 14 or 17, wherein,
    a digital signal after the pre-correction processing is converted into an analog signal; nonlinear processing is performed on the analog signal; and
    a signal is coupled out from the signal after the nonlinear processing and is converted into a digital signal to be returned as the feedback signal.
EP14894708.8A 2014-06-13 2014-11-05 Nonlinear system distortion correction device and method Withdrawn EP3145140A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201410264690.1A CN105227507B (en) 2014-06-13 2014-06-13 Nonlinear systematic distortion correction device and method
PCT/CN2014/090401 WO2015188578A1 (en) 2014-06-13 2014-11-05 Nonlinear system distortion correction device and method

Publications (2)

Publication Number Publication Date
EP3145140A1 true EP3145140A1 (en) 2017-03-22
EP3145140A4 EP3145140A4 (en) 2017-06-21

Family

ID=54832840

Family Applications (1)

Application Number Title Priority Date Filing Date
EP14894708.8A Withdrawn EP3145140A4 (en) 2014-06-13 2014-11-05 Nonlinear system distortion correction device and method

Country Status (4)

Country Link
US (1) US9973221B2 (en)
EP (1) EP3145140A4 (en)
CN (1) CN105227507B (en)
WO (1) WO2015188578A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021251852A1 (en) * 2020-06-08 2021-12-16 Telefonaktiebolaget Lm Ericsson (Publ) Linearization of a non-linear electronic device

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111147412B (en) * 2019-12-25 2021-11-09 三维通信股份有限公司 Predistortion processing device, signal transmission system and predistortion processing method
CN111131105A (en) * 2019-12-31 2020-05-08 上海翎沃电子科技有限公司 Broadband pre-correction method, device and application
CN111654286B (en) * 2020-06-19 2021-01-22 沈阳嘉联志诚科技有限公司 Non-linear correction method for improving spurious-free dynamic range of analog-digital converter

Family Cites Families (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6133789A (en) * 1997-12-10 2000-10-17 Nortel Networks Corporation Method and system for robustly linearizing a radio frequency power amplifier using vector feedback
SE0102885D0 (en) * 2001-08-28 2001-08-28 Ericsson Telefon Ab L M Calibration of an adaptive signal conditioning systern
US20030058959A1 (en) * 2001-09-25 2003-03-27 Caly Networks. Combined digital adaptive pre-distorter and pre-equalizer system for modems in link hopping radio networks
SE520728C2 (en) * 2001-11-12 2003-08-19 Ericsson Telefon Ab L M Non-linear modeling procedure
FR2835120B1 (en) * 2002-01-21 2006-10-20 Evolium Sas METHOD AND DEVICE FOR PREPARING SIGNALS TO BE COMPARED TO ESTABLISH PRE-DISTORTION ON THE INPUT OF AN AMPLIFIER
US8811917B2 (en) * 2002-05-01 2014-08-19 Dali Systems Co. Ltd. Digital hybrid mode power amplifier system
US7583754B2 (en) * 2002-10-31 2009-09-01 Zte Corporation Method and system for broadband predistortion linearization
US6937669B2 (en) * 2002-12-03 2005-08-30 Motorola, Inc. Digital predistortion system for linearizing a power amplifier
US7251290B2 (en) * 2002-12-16 2007-07-31 Nortel Networks Limited Adaptive controller for linearization of transmitter
US7289773B2 (en) * 2003-01-23 2007-10-30 Powerwave Technologies, Inc. Digital transmitter system employing self-generating predistortion parameter lists and adaptive controller
KR101058733B1 (en) * 2004-01-02 2011-08-22 삼성전자주식회사 Precompensation Device Compensates for Nonlinear Distortion Characteristics of Power Amplifiers
US7113036B2 (en) * 2004-04-15 2006-09-26 Agere Systems Inc. Method and apparatus for adaptive digital predistortion using nonlinear and feedback gain parameters
US7151405B2 (en) * 2004-07-14 2006-12-19 Raytheon Company Estimating power amplifier non-linearity in accordance with memory depth
US7606322B2 (en) * 2004-10-07 2009-10-20 Microelectronics Technology Inc. Digital pre-distortion technique using nonlinear filters
EP1831992A1 (en) * 2004-12-23 2007-09-12 Freescale Semiconductor, Inc. Power control system for a wireless communication unit
US8498590B1 (en) * 2006-04-04 2013-07-30 Apple Inc. Signal transmitter linearization
US7796960B1 (en) * 2006-04-04 2010-09-14 Nortel Networks Limited Signal transmitter linearization
US7844014B2 (en) * 2006-07-07 2010-11-30 Scintera Networks, Inc. Pre-distortion apparatus
US7602244B1 (en) * 2007-11-27 2009-10-13 Nortel Networks Limited Power amplifier bias synchronization
US8433263B2 (en) * 2008-09-24 2013-04-30 Freescale Semiconductor, Inc. Wireless communication unit, integrated circuit and method of power control of a power amplifier therefor
JP2010154042A (en) * 2008-12-24 2010-07-08 Sumitomo Electric Ind Ltd Distortion compensation circuit
US8170508B2 (en) * 2009-05-07 2012-05-01 Rockstar Bidco Lp Pre-distortion for a radio frequency power amplifier
US8744009B2 (en) * 2009-09-25 2014-06-03 General Dynamics C4 Systems, Inc. Reducing transmitter-to-receiver non-linear distortion at a transmitter prior to estimating and cancelling known non-linear distortion at a receiver
US8354884B2 (en) * 2009-11-25 2013-01-15 Powerwave Technologies, Inc. Measurement and correction of residual nonlinearities in a digitally predistorted power amplifier
US8542768B2 (en) * 2009-12-21 2013-09-24 Dali Systems Co. Ltd. High efficiency, remotely reconfigurable remote radio head unit system and method for wireless communications
US8351877B2 (en) * 2010-12-21 2013-01-08 Dali Systems Co. Ltfd. Multi-band wideband power amplifier digital predistorition system and method
CN102281221B (en) * 2011-06-23 2017-03-15 中兴通讯股份有限公司 Nonlinear systematic distortion correction device and method
JP5834804B2 (en) * 2011-11-16 2015-12-24 富士通株式会社 Adaptive linearizer with narrowband feedback path.
JP5783070B2 (en) * 2012-01-31 2015-09-24 富士通株式会社 Signal processing system and signal processing method
US8829993B2 (en) * 2012-10-30 2014-09-09 Eta Devices, Inc. Linearization circuits and methods for multilevel power amplifier systems
US9189458B1 (en) * 2013-03-05 2015-11-17 Xilinx, Inc. Parameter estimation
US9362866B2 (en) * 2013-11-26 2016-06-07 Broadcom Corporation Envelope path pre-distortion for wideband transmitter systems

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021251852A1 (en) * 2020-06-08 2021-12-16 Telefonaktiebolaget Lm Ericsson (Publ) Linearization of a non-linear electronic device

Also Published As

Publication number Publication date
US20170117927A1 (en) 2017-04-27
CN105227507A (en) 2016-01-06
WO2015188578A1 (en) 2015-12-17
CN105227507B (en) 2019-08-02
US9973221B2 (en) 2018-05-15
EP3145140A4 (en) 2017-06-21

Similar Documents

Publication Publication Date Title
CN102082752B (en) Digital predistortion processing method and equipment
US9252718B2 (en) Low complexity digital predistortion for concurrent multi-band transmitters
US9385762B2 (en) Linearization of intermodulation bands for concurrent dual-band power amplifiers
EP3531565B1 (en) Tower top device and passive intermodulation cancellation method
US11658617B2 (en) Universal memory-based model for nonlinear power amplifier behaviors
CN105763495B (en) digital predistortion method and device
US9973221B2 (en) Nonlinear system distortion correction device and method
CN106506417A (en) A kind of digital pre-distortion system of narrowband feedback and method
US9374112B2 (en) Capture selection for digital pre-distortion adaptation and capture concatenation for frequency hopping pre-distortion adaptation
EP1833214B1 (en) A method and system for out of band predistortion linearization
CN102271106A (en) Pre-distortion processing method and device
CN203800956U (en) Digital pre-distortion system of off-line estimation pre-distortion coefficient
Deb et al. Band-limited digital predistortion with band-switching feedback architecture for 5g mmwave power amplifiers
CN101841304B (en) Power amplification device with linear corrector
CN106712728A (en) Method for compensating power amplifier predistortion in satellite communication
CN102056274B (en) Method and device for acquiring DPD (Digital Pre-Distortion) processing data
CN102801670A (en) Digital predistortion method and system
CN107493248B (en) Pre-distortion method and device for radio frequency transmitting system
Zhang et al. A Post-Correction Method for Terahertz Nonlinear Distortion with Dual-Band Carrier Aggregation
US20240162925A1 (en) Method and arrangements for supporting intermodulaton component suppression in a transmitter system with digital predistortion and feedforward linearization
KR100583424B1 (en) Digital linearization apparatus of power amplifier in optical repeater
WO2024082884A1 (en) Broadband signal compensation method, apparatus, device, and storage medium
CN101841303B (en) Predistortion estimation method based on polynomial
JP2006270638A (en) Nonlinear distortion compensation apparatus
Carro et al. DPD Linearization Complexity Reduction of Remote Radio Heads in C-RAN with Radio over Fiber Fronthaul

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

17P Request for examination filed

Effective date: 20161212

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

AX Request for extension of the european patent

Extension state: BA ME

A4 Supplementary search report drawn up and despatched

Effective date: 20170523

RIC1 Information provided on ipc code assigned before grant

Ipc: H04B 1/04 20060101ALI20170515BHEP

Ipc: H04L 25/03 20060101AFI20170515BHEP

DAX Request for extension of the european patent (deleted)
17Q First examination report despatched

Effective date: 20180305

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION HAS BEEN WITHDRAWN

18W Application withdrawn

Effective date: 20180713